Amor vs Proplanum

Top 1% Engineer Discovery

Amor's core intelligence tracks over 100,000 engineers with more than 500 contributions in the last year, algorithmically identifying the most active and proficient builders. By analyzing a dataset of 8 million+ profiles and 145 billion+ stars, the platform filters out noise to surface only the most consistently engaged technical talent, ensuring you evaluate candidates who are genuinely at the top of their field.

Contribution Pattern Analysis

Move beyond simple activity metrics. Amor provides deep insights into a developer's work ethic and habits by analyzing their coding frequency, consistency, and even weekend activity. This allows hiring teams to assess cultural fit and dedication, identifying engineers whose contribution patterns align with your team's expectations and workflow.

Smart Location Filtering

GitHub location data is notoriously noisy and unreliable. Amor cleans this data at scale, enabling precise searches by actual city, region, and country. This feature eliminates the frustration of manual location verification, allowing recruiters to build accurate, geographically targeted talent pipelines with confidence.

Repository Insights & Profile Summaries

Quickly understand a developer's technical interests and project focus. Amor analyzes the types of repositories they build and star, generating an automatic, easy-to-skim summary of their skills and passions. This saves invaluable time per profile, allowing you to assess technical alignment at a glance without deep-diving into countless repos.

AI-Optimized Shift Planning

This core feature uses artificial intelligence to create optimal work schedules in minutes. It analyzes real demand forecasts, employee availability, skills, and labor regulations to automatically generate conflict-free rosters. This ensures the right number of staff with the right skills are scheduled at the right times, maximizing coverage during peak hours and reducing unnecessary labor costs during slower periods, all while respecting worker preferences and legal requirements.

Real-Time Time Tracking & Attendance

Proplanum eliminates manual timesheet errors by providing a system for real-time clock-in and clock-out. This allows for instant comparison between scheduled hours and hours actually worked, streamlining payroll processing. Managers gain immediate visibility into attendance, lateness, and absences, enabling them to make swift staffing adjustments and accurately control labor budgets without the hassle of reconciling disparate records.

Automated Task Management & Communication

The platform centralizes internal communication and task coordination, replacing scattered messages and emails. Managers can assign tasks directly within shifts, and team members receive clear instructions. This facilitates quick shift swaps, cover requests, and updates, ensuring everyone is informed and aligned. This seamless communication reduces coordination time and keeps the entire team on the same page.

Demand Forecasting & Analytics

Proplanum provides data-driven insights by forecasting customer traffic and translating it into staffing needs. This predictive capability helps businesses proactively schedule staff to handle anticipated rushes, preventing lost sales and customer dissatisfaction due to understaffing. Combined with robust analytics on labor costs and productivity, it offers managers the tools to make informed, strategic decisions about their workforce.

For In-House Recruiting Teams

Scale your engineering hiring efficiently without compromising on quality. In-house recruiters use Amor to gain data-driven insights into technical prowess and work ethic, significantly reducing time-to-hire. The platform helps build a robust pipeline of expert engineers who are proven builders, streamlining the entire hiring pipeline from discovery to outreach.

For Technical Recruiting Agencies

Gain a competitive edge by accessing exclusive talent pools invisible to LinkedIn-centric recruiters. Agencies leverage Amor to find and place top-tier senior engineering talent faster than their competitors. The ability to source from underrepresented communities and untapped GitHub networks allows for a superior and more exclusive candidate offering.

For Engineering Managers

Hire engineers who will genuinely thrive on your team. Engineering managers use Amor to quickly evaluate both technical expertise and cultural fit indicators through verifiable code history. The platform empowers them to raise their team's bar by making informed decisions based on contribution patterns and project involvement, not just resumes.

For Collaborative Hiring Workflows

Accelerate placement decisions through team alignment. Hiring teams can create and share candidate lists, add profile comments for visibility, and collaborate seamlessly within Amor. This shared context reduces back-and-forth communication and speeds up consensus, enabling faster, more coordinated hiring efforts.

Retail Store Management

Retail managers use Proplanum to efficiently plan shifts for peak shopping hours and weekends, ensuring sufficient sales associates are available without overstaffing during quiet times. The system helps prevent lost sales due to long checkout lines and improves customer service. Automated time tracking also simplifies managing part-time and seasonal staff, providing clear oversight of labor costs across multiple store locations.

Restaurant & Hospitality Operations

Restaurateurs leverage Proplanum to align front-of-house and kitchen staff schedules with reservation forecasts and peak dining times. This prevents understaffing that leads to slow service and customer frustration, while also controlling overtime costs for chefs and servers. The quick communication tools are vital for managing daily shift changes, cover requests, and last-minute updates in a fast-paced environment.

Hotel Staff Coordination

Hotel managers utilize the platform to harmonize schedules for reception, housekeeping, and maintenance staff based on occupancy levels. By analyzing booking data, Proplanum suggests the optimal number of employees needed, ensuring guest needs are met during check-in/out rushes and maintaining service quality without incurring unnecessary fixed labor expenses during low-occupancy periods.

Healthcare Clinic Scheduling

Clinic directors and medical administrators implement Proplanum to create automated, compliant schedules for doctors, nurses, and support staff. The system accounts for complex labor rules, certifications, and shift patterns to ensure 24/7 coverage is maintained. This results in better patient care through consistent staffing, reduced administrative burden on management, and minimized risk of scheduling errors that could impact patient safety.

Amor is a precision recruiting platform that redefines how technical talent is discovered. In a hiring landscape saturated with curated LinkedIn profiles, Amor provides a definitive, code-first alternative. It is designed for engineering managers, recruiters, and sourcers who prioritize verifiable technical skill over self-reported experience. The platform analyzes the actual work of over 8 million software engineers by tracking their GitHub activity, including contributions, commit patterns, and project involvement. This data-driven approach surfaces the top 1% of engineers who are consistently building and contributing to meaningful projects. Amor answers highly specific, technical sourcing queries in seconds—such as finding front-end experts in a specific city who contribute to key open-source frameworks—replacing hours of manual script-writing and guesswork. By focusing on cleaned, actionable data from GitHub, Amor enables teams to access a vast, often untapped pool of elite talent that prioritizes building over networking, ultimately helping companies hire better engineers faster.

Proplanum is an intelligent, all-in-one platform designed to transform workforce management for businesses burdened by the administrative chaos of manual scheduling and time tracking. It replaces outdated spreadsheets and paper-based systems with a unified, automated solution that centralizes work scheduling, real-time time tracking, and team communication. The core value proposition is delivering real savings and operational clarity: by leveraging AI-driven optimal shift planning, businesses can align staffing perfectly with customer demand, dramatically reduce unplanned overtime costs, and eliminate the errors inherent in manual processes. Built on principles of flexibility, speed, and transparency, Proplanum empowers managers with real-time visibility into operations, enabling quick reactions to changes. This allows leadership to shift focus from daily administrative firefighting to strategic business growth. It is tailored for businesses of all sizes, from small shops to large enterprises, across dynamic sectors like retail, hospitality, healthcare, and more, where efficient labor management directly impacts customer satisfaction and the bottom line.

How does Amor find candidate contact information?

Amor auto-enriches candidate profiles by extracting email addresses directly from their public GitHub commits where available. The platform also includes discovered LinkedIn URLs and social profiles, providing multiple channels for outreach. All this enriched data is neatly formatted for export.

What makes Amor different from LinkedIn Recruiter?

Amor offers a code-first, data-driven approach focused on verifiable work, while LinkedIn relies on self-reported profiles and networking activity. Amor taps into the vast pool of engineers who are active builders on GitHub but may not be actively networking on LinkedIn, providing access to a different and often more technically focused talent segment.

Can I integrate Amor with my Applicant Tracking System (ATS)?

Yes, Amor offers direct integration capabilities. You can export your candidate lists directly to Ashby in one click using an Ashby-compatible CSV format. The export includes all enriched data, smart tags, and source information for easy organization and import into your ATS.

How accurate is the location data on Amor?

Amor dedicates significant processing to clean noisy GitHub location data. The platform standardizes and validates location information to enable reliable searching by city, region, and country. This provides a much higher degree of accuracy than the raw, user-entered location data found on typical GitHub profiles.

What is the main benefit of using Proplanum over spreadsheets?

The main benefit is moving from a reactive, error-prone manual process to an automated, intelligent system. Proplanum eliminates the hours spent building and updating spreadsheets, reduces costly scheduling and payroll mistakes, and provides real-time data for better decision-making. It proactively optimizes staffing based on demand, leading to direct labor cost savings and improved operational efficiency that spreadsheets cannot achieve.

How does the AI shift planning actually work?

Proplanum's AI analyzes multiple data points to build the optimal schedule. It considers forecasted customer demand, individual employee availability, contracted hours, specific skills or roles required, and relevant labor laws (like break times). The algorithm then generates a schedule that meets business coverage needs at the lowest possible cost while accommodating staff preferences, all in a matter of minutes and flagging any potential conflicts automatically.

Can Proplanum handle last-minute schedule changes?

Yes, flexibility is a cornerstone of the platform. Managers can quickly publish schedule updates, and employees can request shift swaps or covers through the system. Notifications ensure everyone is informed instantly. This streamlined process allows teams to react swiftly to unexpected absences or changes in demand, minimizing disruption without a flood of phone calls or messages.

Is there a free trial available?

Yes, Proplanum offers a full-featured 21-day free trial with no credit card required. This allows you to fully explore the platform, import your team's data, and experience firsthand how it streamlines scheduling, time tracking, and communication before making any financial commitment.

Amor is a precision recruiting platform in the HR and recruiting category. It uses a code-first approach to help teams discover top software engineers by analyzing real GitHub activity, moving beyond traditional resume-based sourcing. Users may explore alternatives for various reasons. These can include budget constraints, a need for different sourcing channels beyond GitHub, or a requirement for more integrated applicant tracking system (ATS) functionalities. The specific needs of a hiring team dictate the right tool. When evaluating other platforms, consider the core sourcing methodology, the quality and veracity of candidate data, and the specificity of search filters. The goal is to find a solution that efficiently connects you with genuinely qualified, technically proficient talent aligned with your requirements.

Proplanum is a comprehensive workforce management platform in the HR and Recruiting category, designed to automate scheduling, time tracking, and team coordination. Businesses often explore alternatives for various reasons, such as budget constraints, the need for specific niche features, or integration requirements with their existing software stack. When evaluating other solutions, it's crucial to assess your core needs. Key considerations include the depth of scheduling intelligence, the ease and accuracy of time tracking, the flexibility of leave management, and the simplicity of payroll data export. The ideal platform should align with your company's size, industry-specific demands, and long-term operational goals.